Best CV Accuracy
0.629

 

Best Model
SVM (RBF Kernel)

 

Models Evaluated
6

Summary of the tuned models and their best cross-validated metrics:

Model CV Accuracy CV F1 (macro) CV Balanced Accuracy
SVM (RBF Kernel) 0.629 0.620 0.627
Logistic Regression 0.622 0.606 0.626
Linear SVM 0.617 0.606 0.618
Linear Discriminant Analysis 0.599 0.577 0.602
k-Nearest Neighbors (k = 15) 0.557 0.553 0.557
Decision Tree 0.551 0.537 0.551